AI-native companies move fast — and their data infrastructure rarely keeps pace. Features ship before tracking is defined. Models go to production before evaluation pipelines exist. Growth metrics are scattered across five tools with no single source of truth. By the time the questions get harder, the data foundation is already fragile.
Coaching businesses face a different version of the same problem. Client journeys live in CRMs that no one built properly. Revenue attribution is guesswork. Onboarding is manual at every step. The operators are excellent at their craft, but the systems behind the business don't match the ambition in front of it.
We don't consult from a distance. We get into the systems and build the things that need building — data infrastructure for AI-native teams that move fast, and client management systems for coaching businesses that need to scale without adding headcount. Both need the same thing: an operating layer that matches the ambition.
From product telemetry to client automation — built for teams that move fast and need their data to keep up.
AIM trains the next generation of effective altruists and impact-driven leaders through intensive programmes. We provide AI (LLM) coaching and AI enablement consulting — helping their team adopt and integrate AI tools across programme delivery and operations.